Information Fusion In Signal And Image Processing Major Probabilistic And Nonprobabilistic Numerical Approaches Isabelle Bloch by Isabelle Bloch 9780470611074, 9781848210196, 0470611073, 1848210191 instant download after payment.

The area of information fusion has grown considerably during the last few years, leading to a rapid and impressive evolution. In such fast-moving times, it is important to take stock of the changes that have occurred. As such, this books offers an overview of the general principles and specificities of information fusion in signal and image processing, as well as covering the main numerical methods (probabilistic approaches, fuzzy sets and possibility theory and belief functions).Content:
Chapter 1 Definitions (pages 13–24): Isabelle Bloch and Henri Maitre
Chapter 2 Fusion in Signal Processing (pages 25–46): Jean?Pierre Le Cadre, Vincent Nimier and Roger Reynaud
Chapter 3 Fusion in Image Processing (pages 47–56): Isabelle Bloch and Henri Maitre
Chapter 4 Fusion in Robotics (pages 57–64): Michele Rombaut
Chapter 5 Information and Knowledge Representation in Fusion Problems (pages 65–75): Isabelle Bloch and Henri Maitre
Chapter 6 Probabilistic and Statistical Methods (pages 77–106): Isabelle Bloch, Jean?Pierre Le Cadre and Henri Maitre
Chapter 7 Belief Function Theory (pages 107–133): Isabelle Bloch
Chapter 8 Fuzzy Sets and Possibility Theory (pages 135–197): Isabelle Bloch
Chapter 9 Spatial Information in Fusion Methods (pages 199–212): Isabelle Bloch
Chapter 10 Multi?Agent Methods: An Example of an Architecture and its Application for the Detection, Recognition and Identification of Targets (pages 213–243): Fabienne Ealet, Bertrand Collin and Catherine Garbay
Chapter 11 Fusion of Non?Simultaneous Elements of Information: Temporal Fusion (pages 245–258): Michele Rombaut
Chapter 12 Conclusion (pages 259–262): Isabelle Bloch
Chapter A Probabilities: A Historical Perspective (pages 263–281): Isabelle Bloch
Chapter B Axiomatic Inference of the Dempster?Shafer Combination Rule (pages 283–290): Isabelle Bloch